Remark 2 
\(\psi \)  can be interpreted as the Newton decrement on the parameters. Likewise, \(\lambda _t\)  can be interpreted as the Newton decrement on the controls at each timestep. These values can be used as an effective stopping criteria for the algorithm as well as verification for the line search parameter \(\epsilon \)  [1]}. Further discussion is provided in the following proposition.

